Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes

@article{Das2012SpatiallyPR,
  title={Spatially penalized regression for dependence analysis of rare events: A study in precipitation extremes},
  author={Debasish Das and Auroop Ratan Ganguly and Snigdhansu Chatterjee and Vipin Kumar and Zoran Obradovic},
  journal={2012 IEEE International Geoscience and Remote Sensing Symposium},
  year={2012},
  pages={1948-1951}
}
Discovery of dependence structure between precipitation extremes and other climate variables (covariates) within a smaller spatial and temporal neighborhood is an important step in better understanding the drivers of this complex phenomenon as well as short-term prediction of extremes occurrence. Apart from the inherent spatio-temporal variability of the dependence, it is further complicated by the availability of the covariates at different vertical levels. The above problem can be split into… CONTINUE READING

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